Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "142" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 231 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 221 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
--------------------------------------------------------------------------- KeyError Traceback (most recent call last) ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance) 3360 try: -> 3361 return self._engine.get_loc(casted_key) 3362 except KeyError as err: ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc() ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc() pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() KeyError: 'Ant' The above exception was the direct cause of the following exception: KeyError Traceback (most recent call last) /tmp/ipykernel_425/3863632283.py in <module> 8 # Add this day to the antenna 9 row = df.loc[n] ---> 10 antnum = row['Ant'] 11 if antnum != int(antenna): 12 continue ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key) 940 941 elif key_is_scalar: --> 942 return self._get_value(key) 943 944 if is_hashable(key): ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable) 1049 1050 # Similar to Index.get_value, but we do not fall back to positional -> 1051 loc = self.index.get_loc(label) 1052 return self.index._get_values_for_loc(self, loc, label) 1053 ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance) 3361 return self._engine.get_loc(casted_key) 3362 except KeyError as err: -> 3363 raise KeyError(key) from err 3364 3365 if is_scalar(key) and isna(key) and not self.hasnans: KeyError: 'Ant'
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.584434 | 12.004407 | -0.364365 | 80.921375 | -0.106743 | 26.884570 | -0.352275 | 31.208944 | 0.8022 | 0.0675 | 0.4805 | 13.917269 | 1.465581 |
| 2459593 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.871190 | 18.969505 | -0.009053 | 85.510581 | 0.666825 | 37.855968 | 0.623695 | 11.201099 | 0.7515 | 0.0644 | 0.4812 | 5.467202 | 1.548135 |
| 2459592 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 0.524405 | 1.435516 | -0.115182 | 7.271812 | -1.000880 | 1.376950 | -1.797130 | 0.106591 | 0.0468 | 0.0350 | 0.0048 | nan | nan |
| 2459591 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.597027 | 21.257501 | -0.244292 | 99.409130 | -0.078087 | 32.516011 | -0.803747 | 1.240771 | 0.6914 | 0.0642 | 0.4527 | 4.403932 | 1.354264 |
| 2459590 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 3.767015 | 24.914637 | -0.412196 | 92.611398 | 0.041182 | 34.956950 | -0.534385 | 4.163995 | 0.6896 | 0.0652 | 0.4485 | 5.356468 | 1.432254 |
| 2459589 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.389536 | 22.244916 | -0.734067 | 85.887549 | 0.826567 | 21.959266 | 0.364677 | 16.743369 | 0.7307 | 0.0685 | 0.4469 | 7.786404 | 1.668793 |
| 2459588 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.513587 | 16.157678 | 0.311099 | 105.099246 | 0.614660 | 25.114622 | 0.516859 | 13.188414 | 0.7940 | 0.0698 | 0.4791 | 7.986373 | 1.329524 |
| 2459587 | RF_maintenance | 100.00% | - | - | - | 100.00% | 0.00% | 354.833874 | 354.669158 | inf | inf | 103.104237 | 103.251810 | 581.807603 | 604.428920 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459586 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.494387 | 20.415488 | -0.821140 | 32.418284 | -0.141502 | 11.593565 | 0.260444 | 6.165023 | 0.6732 | 0.0637 | 0.4612 | 4.272708 | 1.430605 |
| 2459585 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.015955 | 24.812417 | -1.085038 | 10.942967 | -0.786549 | 10.189957 | -1.044232 | 3.091656 | 0.0421 | 0.0402 | 0.0075 | 0.000000 | 0.000000 |
| 2459584 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 4.197501 | 28.016892 | 4.516809 | 115.688741 | 1.605739 | 18.174710 | 7.522868 | 13.865156 | 0.6311 | 0.0491 | 0.4223 | 0.000000 | 0.000000 |
| 2459583 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.011532 | 20.808876 | 0.849913 | 35.679682 | -0.217228 | 23.647529 | -0.059111 | 0.188735 | 0.6920 | 0.0614 | 0.4612 | 8.536731 | 1.080544 |
| 2459582 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.546261 | 17.710645 | 1.000157 | 32.417146 | -0.048704 | 28.531760 | -0.582307 | 0.333511 | 0.6933 | 0.0552 | 0.4727 | 8.542959 | 1.539678 |
| 2459581 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.812503 | 24.429426 | 0.282508 | 36.592188 | -0.359712 | 23.030271 | 0.823352 | 0.363735 | 0.7011 | 0.0625 | 0.4608 | 4.279544 | 1.566272 |
| 2459580 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.543527 | 18.675537 | 1.120953 | 37.470799 | 0.087036 | 24.304502 | 3.149362 | 0.129260 | 0.6919 | 0.0624 | 0.4674 | 0.000000 | 0.000000 |
| 2459579 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.476093 | 18.462710 | 1.294712 | 42.576614 | -0.086551 | 27.507591 | -0.376017 | 1.489072 | 0.6907 | 0.0583 | 0.4586 | 5.100183 | 1.697419 |
| 2459578 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.100105 | 1.450238 | -0.480412 | 2.755490 | 1.916114 | 0.366911 | 0.893003 | 0.857192 | 0.0546 | 0.0414 | 0.0132 | nan | nan |
| 2459577 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.849527 | 23.510125 | 0.274621 | 34.215985 | -0.238780 | 24.910837 | 0.506675 | 0.382251 | 0.6878 | 0.0575 | 0.4835 | 5.085204 | 1.613590 |
| 2459576 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.583618 | 18.033739 | 0.052343 | 27.453565 | 0.105273 | 21.955153 | -0.022434 | 1.049350 | 0.7149 | 0.0593 | 0.4391 | 5.729705 | 1.649861 |
| 2459575 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.968912 | 18.397227 | 0.210099 | 27.254497 | -0.563970 | 17.096090 | 0.226092 | 5.987018 | 0.7710 | 0.0720 | 0.4659 | 11.360897 | 1.454820 |
| 2459574 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.648008 | 17.231175 | -0.109378 | 26.083438 | 0.353420 | 24.317958 | 0.132835 | 0.636654 | 0.7085 | 0.0558 | 0.4181 | 6.766059 | 1.616288 |
| 2459573 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.757615 | 17.914217 | 1.387297 | 44.847683 | -0.079555 | 28.478946 | -0.124969 | 1.328604 | 0.7128 | 0.0579 | 0.4328 | 5.216162 | 1.422073 |
| 2459572 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.600725 | 17.929189 | 0.219002 | 26.236463 | -0.178893 | 18.095779 | -0.650303 | 2.474579 | 0.7138 | 0.0620 | 0.4346 | 4.438100 | 1.622672 |
| 2459571 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.273669 | 1.151395 | -0.412697 | 2.842429 | -0.131659 | 0.200429 | 0.528717 | 0.986178 | 0.0362 | 0.0318 | 0.0030 | nan | nan |
| 2459570 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.386575 | 21.792423 | -0.413679 | 27.611392 | 0.157554 | 1.797524 | 0.307577 | 3.186149 | 0.7116 | 0.0825 | 0.4338 | 0.000000 | 0.000000 |
| 2459569 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.281161 | 21.410918 | 0.025040 | 34.044521 | 0.055407 | 10.567704 | -0.009391 | 8.742257 | 0.7850 | 0.0950 | 0.4261 | 5.561722 | 1.568439 |
| 2459566 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.679543 | 17.212566 | 0.425462 | 34.015599 | 0.066878 | 21.776602 | 0.278198 | -0.192196 | 0.7052 | 0.0503 | 0.4026 | 5.160719 | 1.652227 |
| 2459565 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | 0.176781 | 0.176781 | 0.138346 | 0.138346 | 0.470698 | 0.470698 | 0.005728 | 0.005728 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.725437 | 16.412175 | -0.494374 | 36.138318 | 1.495013 | 2.391671 | 1.541362 | 0.880594 | 0.7250 | 0.0622 | 0.4692 | 4.884773 | 1.351568 |
| 2459563 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.912216 | 18.358507 | -0.327154 | 68.938114 | 0.199665 | 22.468486 | 2.255688 | 1.474472 | 0.7186 | 0.0598 | 0.4674 | 4.229436 | 1.526913 |
| 2459562 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.326164 | 11.490464 | -1.009106 | 17.780492 | -0.098000 | 2.752962 | 0.953690 | 0.646072 | 0.7216 | 0.0606 | 0.4737 | 3.423379 | 1.447610 |
| 2459561 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.555457 | 12.325141 | -1.154459 | 16.935304 | -0.487477 | 3.015626 | 0.395763 | 0.955256 | 0.7190 | 0.0635 | 0.4701 | 3.092289 | 1.445723 |
| 2459560 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.179070 | 11.236201 | -0.889425 | 17.175303 | 0.099973 | 3.106456 | 1.467096 | 0.445017 | 0.7168 | 0.0597 | 0.4690 | 3.493664 | 1.457883 |
| 2459559 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.929352 | 14.236437 | -0.940875 | 18.855436 | -0.192686 | 3.427429 | 0.052754 | 0.814916 | 0.7147 | 0.0638 | 0.4624 | 2.991263 | 1.406731 |
| 2459558 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 6.561077 | 18.528264 | 0.650410 | 36.048135 | 0.306861 | 23.468631 | 0.081511 | 1.167733 | 0.7184 | 0.0606 | 0.4597 | 4.131765 | 1.542961 |
| 2459557 | RF_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0585 | 0.0421 | 0.0094 | nan | nan |
| 2459556 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 8.525339 | 19.042186 | 0.504617 | 39.028608 | -0.000909 | 21.128532 | -0.267036 | 2.912028 | 0.7105 | 0.0621 | 0.4620 | 3.605817 | 1.477127 |
| 2459554 | RF_maintenance | - | 0.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7140 | 0.0593 | 0.4588 | nan | nan |
| 2459553 | RF_maintenance | - | 0.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7095 | 0.0637 | 0.4650 | nan | nan |
| 2459552 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.946160 | 22.616178 | 1.448067 | 51.482157 | 2.687886 | 32.095581 | 0.135293 | 2.872528 | 0.7254 | 0.0557 | 0.4695 | 7.909229 | 1.520904 |
| 2459551 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.297799 | 11.054487 | -1.281249 | 20.899833 | -0.628915 | 4.246308 | 0.771096 | 0.971409 | 0.7222 | 0.0601 | 0.4666 | 3.455488 | 1.455664 |
| 2459550 | RF_maintenance | - | 97.53% | 97.53% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0528 | 0.0463 | 0.0025 | nan | nan |
| 2459549 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.853238 | 16.728515 | 0.770554 | 38.893660 | -0.213377 | 23.077303 | 0.921237 | 1.011562 | 0.7180 | 0.0553 | 0.4701 | 3.772213 | 1.549852 |
| 2459542 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.170954 | 24.111404 | -0.730911 | 78.768010 | 1.460364 | 1.911705 | 0.542066 | 1.031210 | 0.7623 | 0.0583 | 0.4800 | 3.900455 | 1.454942 |
| 2459541 | RF_maintenance | 100.00% | 1.34% | 100.00% | 0.00% | 100.00% | 0.00% | 2.115191 | 11.110811 | 1.162227 | 39.319868 | 0.127318 | 241.520741 | 1.157569 | 7.570882 | 0.7585 | 0.0668 | 0.4597 | 4.904677 | 1.384662 |
| 2459540 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.891716 | 16.815781 | -1.399834 | 17.929044 | -0.811646 | 5.202255 | 0.079785 | 0.787536 | 0.7651 | 0.0602 | 0.4700 | 3.534258 | 1.464550 |
| 2459536 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.352813 | 27.758400 | 1.580882 | 66.936185 | 0.880509 | 31.682870 | 0.235568 | 1.882418 | 0.7494 | 0.0539 | 0.4257 | 6.774670 | 1.504553 |
| 2459535 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.099100 | 13.543359 | -1.137524 | 16.461901 | -0.485044 | 5.425281 | 0.266981 | 0.214437 | 0.7972 | 0.0666 | 0.4229 | 3.438862 | 1.497625 |
| 2459534 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.236533 | 13.843582 | -1.133760 | 15.229484 | 0.100828 | 3.806755 | 1.240263 | -0.087817 | 0.7816 | 0.0551 | 0.3411 | 3.923602 | 1.514381 |
| 2459533 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.871039 | 20.562496 | 1.200974 | 36.518232 | -0.018989 | 20.803189 | 1.205572 | 1.336863 | 0.7370 | 0.0516 | 0.3852 | 4.052281 | 1.342545 |
| 2459532 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.431494 | 23.754733 | 1.566612 | 49.485763 | 0.142409 | 25.517806 | 0.897282 | 0.705162 | 0.7430 | 0.0548 | 0.3900 | 4.929870 | 1.455168 |
| 2459530 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.219818 | 12.070583 | -0.998183 | 15.462283 | -0.762752 | 4.276366 | 1.785364 | 0.369591 | 0.7578 | 0.0632 | 0.3725 | 3.607997 | 1.600618 |
| 2459527 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 3.475919 | 28.600872 | 1.391072 | 55.141030 | 0.976914 | 34.926500 | 2.201850 | 0.415078 | 0.9144 | 0.0749 | 0.5292 | 0.000000 | 0.000000 |
| 2459523 | RF_maintenance | 100.00% | - | - | - | 100.00% | 0.00% | 3.965170 | 23.738669 | 0.822906 | 52.704407 | 1.152842 | 29.423552 | 3.412784 | 1.981408 | nan | nan | nan | 6.668492 | 1.711328 |
| 2459522 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 3.592354 | 24.641000 | 1.065217 | 53.503353 | 1.263296 | 23.507322 | 2.424047 | 1.555389 | 0.7208 | 0.0581 | 0.4629 | 5.335772 | 1.409794 |
| 2459513 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.436035 | 1.587422 | -0.584509 | 3.067264 | 1.971396 | 1.235107 | 0.884000 | 0.472760 | 0.0685 | 0.0693 | 0.0072 | nan | nan |
| 2459508 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.800519 | 31.620055 | 0.952858 | 51.949728 | -0.176124 | 15.597927 | 0.868726 | 14.590339 | 0.9223 | 0.0849 | 0.5315 | 0.000000 | 0.000000 |
| 2459505 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.348397 | 30.676442 | 1.248494 | 50.266564 | 1.391155 | 10.120297 | 1.169630 | 1.625853 | 0.8852 | 0.0632 | 0.6203 | 17.785488 | 1.947196 |
| 2459503 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 3.860450 | 30.382259 | 1.792789 | 84.948596 | 1.799519 | 33.299241 | 2.307697 | 2.788898 | 0.8906 | 0.0635 | 0.6893 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 69.757526 | 26.135536 | 29.822714 | 8.020212 | 69.757526 | 39.457161 | 47.582610 | 1.386313 | 0.676948 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Shape | 26.688453 | 26.688453 | 23.617615 | 21.026226 | 5.306251 | 22.411636 | 21.038889 | 5.483440 | 6.307051 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Shape | 23.857707 | 23.857707 | 20.133649 | 10.615989 | 6.875933 | 12.628951 | 13.104426 | 3.050497 | 3.236755 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 6.223919 | 3.416737 | 3.972349 | 4.461273 | 6.223919 | 0.009795 | 1.207993 | 0.499849 | 0.461272 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Temporal Variability | 21.972955 | 16.874650 | 15.123407 | 13.166010 | 8.990542 | 21.972955 | 17.183453 | 2.483217 | 2.272559 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Temporal Variability | 37.398956 | 23.543639 | 25.647935 | 7.215611 | 10.016577 | 16.550292 | 37.398956 | 1.705543 | 1.988022 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 90.694434 | 27.760132 | 25.431086 | 90.694434 | 48.883389 | 19.814143 | 13.512229 | 8.888219 | 10.651410 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 36.503488 | 15.677841 | 16.690888 | 19.059798 | 36.503488 | 0.691165 | 4.098103 | 6.075351 | 5.649053 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 34.656441 | 16.368199 | 17.310778 | 34.656441 | 19.320640 | 3.890372 | 1.955311 | 4.174981 | 4.655143 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 59.842751 | 26.022821 | 23.496573 | 59.842751 | 34.552894 | 13.018428 | 6.498111 | 4.779879 | 4.113732 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 76.151506 | 29.599091 | 26.836743 | 76.151506 | 41.519158 | 16.766697 | 10.693955 | 4.409346 | 6.400506 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 84.380886 | 27.793931 | 30.990187 | 45.230489 | 84.380886 | 8.901622 | 15.890979 | 9.908857 | 8.745211 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 37.314546 | 20.388658 | 21.447817 | 19.976291 | 37.314546 | 2.064931 | 4.863130 | 6.864345 | 5.619679 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 34.279798 | 19.845875 | 19.359459 | 34.279798 | 18.620401 | 4.579578 | 4.428875 | 3.943561 | 5.313719 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 97.929156 | 36.023412 | 33.294260 | 97.929156 | 54.305469 | 16.713662 | 18.387412 | 7.975524 | 9.869359 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 40.777328 | 19.682112 | 21.392780 | 23.533636 | 40.777328 | 2.153949 | 5.502089 | 2.966278 | 5.419771 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 77.979643 | 1.595621 | 31.743573 | 6.256656 | 77.979643 | 5.420623 | 29.243964 | 7.386924 | 15.267910 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 27.589918 | 0.769236 | 13.318816 | 2.034210 | 27.589918 | 0.792411 | 2.906395 | 1.292304 | 3.615752 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 41.765967 | 0.608044 | 21.836210 | 3.314099 | 41.765967 | 0.756337 | 5.258095 | 1.608671 | 4.623068 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 39.174587 | 15.114947 | 0.652025 | 39.174587 | 2.946410 | 5.886801 | 2.123231 | 4.972404 | 1.792629 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 37.502896 | 1.035886 | 22.855835 | 3.103201 | 37.502896 | 2.067719 | 8.139437 | 3.079717 | 3.665866 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 32.231359 | 0.507164 | 18.891153 | 2.461578 | 32.231359 | 1.706884 | 5.942339 | 3.505643 | 4.007248 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 40.163397 | 25.919050 | 1.008913 | 40.163397 | 3.320322 | 7.009826 | 1.982008 | 4.471309 | 2.288766 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 91.753242 | 1.833410 | 29.661922 | 8.234682 | 91.753242 | 7.031602 | 18.575400 | 3.279550 | 5.094439 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 94.200011 | 2.049180 | 32.579757 | 7.041403 | 94.200011 | 7.541777 | 25.982429 | 3.187930 | 4.163664 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 39.751711 | 1.012874 | 24.187245 | 3.302890 | 39.751711 | 1.866107 | 5.079323 | 2.775623 | 5.405726 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 50.756492 | 0.761586 | 23.006300 | 4.409785 | 50.756492 | 2.683175 | 9.372795 | 2.567324 | 5.521823 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Shape | 13.132007 | 1.210982 | 13.132007 | 1.043181 | 6.876996 | -0.477441 | -0.505923 | 2.206171 | 2.895767 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | Not Found | nn Shape | 24.089519 | 24.089519 | 3.297896 | 10.134711 | 2.524768 | -1.116681 | -0.593268 | -3.427764 | -2.901228 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 34.674562 | 23.620740 | 0.955728 | 34.674562 | 2.628693 | 6.071864 | 1.991182 | 5.040185 | 3.073768 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Shape | 14.386002 | 1.159033 | 14.386002 | 1.596854 | 7.356347 | 0.555747 | 0.400107 | 6.383466 | 3.147391 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 140.903223 | 1.674486 | 29.142188 | 11.532410 | 140.903223 | 7.585934 | 24.957386 | 3.597877 | 8.490997 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Shape | 15.259795 | 1.586655 | 15.259795 | 2.603271 | 10.351193 | -0.590734 | 0.357021 | 1.682881 | 1.803112 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Shape | 29.375644 | 29.375644 | 5.588417 | 12.753037 | 3.107399 | -0.582470 | -2.105193 | 2.616101 | 2.655199 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Shape | 17.510530 | 2.252228 | 17.510530 | 3.512595 | 14.620203 | -0.547763 | 0.160590 | 3.133324 | 3.635631 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 109.835546 | 1.627856 | 27.143465 | 10.052784 | 109.835546 | 4.882827 | 23.461448 | 4.095927 | 7.654906 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 44.098558 | 16.903476 | -0.152553 | 44.098558 | 1.986435 | 7.328086 | 1.464263 | 5.127575 | 1.230467 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Shape | 14.860274 | 14.860274 | 0.504209 | 6.711983 | 0.408983 | 0.132683 | -0.666852 | 1.957734 | 1.253683 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Shape | 13.615427 | 13.615427 | -0.400099 | 6.782963 | -0.383599 | 1.089080 | -0.409885 | 1.863741 | 0.578208 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 85.377034 | 28.154758 | 1.585151 | 85.377034 | -0.679527 | 34.986628 | 1.481770 | 5.887334 | 0.475707 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Shape | 13.766769 | -0.629718 | 13.766769 | -0.414781 | 6.909324 | -0.085264 | 1.094265 | 0.563955 | 1.981737 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Shape | 12.130772 | 12.130772 | -0.797866 | 7.353066 | -0.632085 | 1.131757 | 0.153624 | 1.012467 | 0.002582 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Shape | 9.233546 | 9.233546 | -0.705403 | 5.306332 | -0.514144 | 0.978256 | 0.414916 | 2.340861 | 0.695521 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Shape | 13.907606 | 13.907606 | -0.495844 | 6.694820 | -0.503996 | 0.982460 | 1.944580 | 2.628212 | 0.779009 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Shape | 10.840363 | 10.840363 | -0.775332 | 5.859615 | -0.577538 | 0.686999 | 0.097002 | 1.087616 | 0.060702 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 116.089525 | 1.765465 | 32.581812 | -0.083814 | 116.089525 | -0.244227 | 21.115703 | 0.398381 | 12.246727 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Shape | 9.710842 | -0.861250 | 9.710842 | -0.656971 | 6.680634 | 0.884255 | -0.409555 | 0.631318 | 0.336067 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Shape | 10.627885 | 10.627885 | -0.745659 | 5.489323 | -0.424729 | -0.823917 | 1.719846 | 1.729791 | 0.424199 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Shape | 12.249240 | -0.349937 | 12.249240 | -0.358783 | 7.680306 | 1.778341 | -0.153764 | 0.769606 | 2.456096 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Shape | 12.085350 | -0.297724 | 12.085350 | -0.643101 | 5.815967 | 0.098013 | 0.379628 | 0.470213 | 1.899331 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Shape | 10.896876 | -0.560879 | 10.896876 | -0.326989 | 5.543083 | -0.072054 | 0.154462 | 0.712197 | 2.644536 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 109.630078 | 1.386218 | 26.178684 | -0.788529 | 109.630078 | -0.884796 | 24.796548 | -0.022250 | 11.508389 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Shape | 13.735852 | 13.735852 | -0.454850 | 6.712506 | -0.292506 | 0.978430 | -0.012893 | 2.491530 | 0.413767 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | inf | 388.596978 | 388.785568 | inf | inf | 2286.910783 | 2165.281868 | 9205.466407 | 9406.434699 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 2.933038 | 2.673806 | -0.142056 | 2.933038 | -0.562067 | 0.492119 | -0.511134 | 0.755318 | -0.318271 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | digital_ok | nn Power | 3.242852 | 2.434739 | 0.044820 | 3.242852 | -0.392413 | -0.344004 | -0.517541 | 0.523290 | -0.225565 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | RF_maintenance | nn Power | 116.281163 | 1.579030 | 24.866281 | -0.748539 | 116.281163 | -0.656206 | 25.111375 | 0.462684 | 16.236217 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | RF_maintenance | nn Power | 1.308989 | -0.197464 | -0.710851 | 1.308989 | 0.222477 | 0.594715 | 0.318877 | 0.258326 | -0.146903 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | RF_maintenance | nn Power | 2.612753 | 1.739319 | 0.039562 | 2.612753 | -0.369897 | 0.833541 | -0.924986 | 0.394366 | -0.223609 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | RF_maintenance | nn Shape | 11.500257 | 11.500257 | -0.119182 | 9.085833 | -0.872242 | 0.240530 | 0.287169 | 2.396988 | 0.735361 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | RF_maintenance | nn Power | 12.355335 | 10.324793 | 0.129016 | 12.355335 | -0.677075 | 0.250478 | 0.805080 | 3.085738 | 0.174442 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | RF_maintenance | nn Power | 66.274719 | 1.689207 | 23.572065 | -0.933815 | 66.274719 | -0.256595 | 11.310934 | -0.068333 | 4.889354 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | RF_maintenance | nn Power | 36.000393 | 24.071306 | 2.256991 | 36.000393 | -0.456508 | 11.574079 | 1.059562 | 3.564865 | 0.210077 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | RF_maintenance | ee Shape | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | RF_maintenance | nn Temporal Variability | -0.526778 | -0.554007 | -0.554007 | -0.576212 | -0.576212 | -0.526778 | -0.526778 | -0.577270 | -0.577270 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | RF_maintenance | ee Temporal Discontinuties | -0.837493 | -0.852730 | -0.852730 | -0.858707 | -0.858707 | -0.943859 | -0.943859 | -0.837493 | -0.837493 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | N13 | RF_maintenance | nn Power | 73.975173 | 29.419808 | 1.691880 | 73.975173 | -0.770288 | 18.897546 | -0.885142 | 5.119826 | -0.280914 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Power | 72.303962 | 2.293390 | 18.660537 | -0.554694 | 72.303962 | 0.044626 | 15.444027 | -0.371262 | 19.371852 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Power | 38.937147 | 4.201433 | 16.490830 | -0.579862 | 38.937147 | -0.582375 | 7.615878 | -0.288437 | 10.252986 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Power | 68.397400 | 0.994524 | 22.096876 | -0.903076 | 68.397400 | 0.810281 | 7.749723 | -0.031684 | 6.331377 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Power | 72.666614 | 1.439427 | 21.295729 | -0.670401 | 72.666614 | 0.581108 | 11.042458 | -0.434826 | 8.386539 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Power | 53.263158 | 1.315312 | 25.180672 | -0.085458 | 53.263158 | 0.547202 | 26.402378 | 0.009784 | 5.390306 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Power | 64.971207 | 16.546179 | 1.348423 | 64.971207 | -0.696706 | 4.709804 | 2.072169 | 11.568110 | 0.628593 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Power | 48.599948 | 20.046895 | 1.307631 | 48.599948 | -0.721012 | 9.975280 | -0.134649 | 0.150768 | -0.597545 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Power | 47.528006 | 22.522111 | 1.590333 | 47.528006 | -0.653869 | 9.217733 | -0.045923 | 0.255609 | -0.138970 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Power | 59.992109 | 1.389903 | 22.343924 | -0.741025 | 59.992109 | -0.448755 | 5.950497 | -1.068838 | 0.340048 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Power | 71.781860 | 25.207549 | 1.642557 | 71.781860 | -0.472602 | 18.489079 | -0.018529 | 3.480348 | -0.236277 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Power | 59.800700 | 1.415264 | 23.282559 | -0.846374 | 59.800700 | 0.092420 | 22.471978 | -0.465846 | 3.236081 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Power | 62.105054 | 25.378998 | 1.752643 | 62.105054 | -0.764819 | 15.019570 | 0.218123 | 2.530000 | -0.348547 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Power | 62.096540 | 21.439742 | 1.570464 | 62.096540 | -0.721570 | 9.824751 | 0.133753 | 0.636297 | -0.367925 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Power | 62.985712 | 28.473409 | 1.811611 | 62.985712 | -0.653859 | 36.693500 | -0.435864 | 5.984549 | -0.010016 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Power | 85.534880 | 1.737725 | 23.966259 | -0.778808 | 85.534880 | -0.726928 | 32.173141 | 1.093100 | 27.508716 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Power | 64.356545 | 1.670147 | 25.318419 | -0.749849 | 64.356545 | -0.670108 | 18.885764 | 0.146105 | 7.522022 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | ee Temporal Discontinuties | 1.266947 | -0.596518 | 0.116829 | 0.017934 | -0.762348 | -0.089212 | -1.346724 | 1.266947 | -0.810003 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Power | 124.330904 | 30.353822 | 2.018481 | 124.330904 | -0.804817 | 54.393664 | -0.047995 | 6.372338 | 0.260455 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Shape | 12.653966 | -0.483303 | 12.653966 | -0.659888 | 9.142283 | 0.173517 | 2.151493 | 1.518121 | 2.837403 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Power | 95.213317 | 25.594324 | 2.057707 | 95.213317 | -0.847158 | 28.550388 | -0.341451 | 14.111823 | 1.126845 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Power | 85.046423 | 1.725432 | 20.615657 | -0.266984 | 85.046423 | -0.538883 | 31.914655 | -0.110833 | 4.822342 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Power | 71.299299 | 23.508915 | 1.927981 | 71.299299 | -0.700386 | 32.567202 | -0.377571 | 7.598287 | -0.336482 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Power | 61.288305 | 23.580018 | 1.218325 | 61.288305 | -0.864743 | 22.407138 | -0.249113 | 8.660525 | -0.125412 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Power | 78.590660 | 26.600368 | 2.339953 | 78.590660 | -0.591384 | 29.844254 | -0.396627 | 9.178841 | 0.340789 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Shape | 15.077875 | -0.193248 | 15.077875 | -0.376845 | 10.526194 | 0.506467 | 0.786499 | 0.846108 | 1.521581 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 13 | RF_maintenance | nn Power | 61.089586 | 27.274278 | 4.128541 | 61.089586 | -0.647135 | 29.835735 | -0.182127 | 1.879404 | -0.249673 |